Smart construction intelligence
We turn zoning changes and council filings into early leads you can act on before competitors know they exist.

Why Prospecting Fails And How We Fix It
Traditional methods of finding construction leads are costly, inefficient, and often the result in missed opportunities.
The Problems
Our Solutions
How It Works
Munera Intelligence transforms that data into real, actionable intelligence, giving you earlier access, smarter qualification, and deeper insights that drive better decisions.
Data Collection at the Source
We continuously gather diverse, real-time data from municipalities. These early signals reveal projects months, sometimes years, before permits are filed.
Zoning and land-use applications
Council and Planning Meeting Minutes
Environmental and regulatory filings
Early-stage architectural submissions
Infrastructure and public works documents


AI-Powered Document Intelligence
Our AI transforms messy municipal documents into usable insights. You see who is building, what they’re building, and what they’ll need.
NLP analysis extracts project names, dates, stakeholders, and budgets
Sentiment & risk detection identifies community opposition or regulatory hurdles
lueprint reading (CV) pulls out early material needs—windows, steel, flooring, and more
Predictive Lead Scoring
Chasing every project drains time and margin. Our AI scoring engine ranks opportunities, so you focus only on the ones most likely to convert, and stop wasting time on bad fits.
Project stage & approval likelihood
Stakeholder alignment & political support
Regulatory or zoning complexity
Budget signals & developer track record


Market Trends & Competitive Edge
By aggregating thousands of records, we surface market-level insights. These aren’t just leads, they’re strategic signals to guide your business.
Hot Zones for Development
Emerging project types (e.g., warehouses, medical, residential)
Material demand forecasts
Regulatory changes shaping future growth
